To AI models, an author isn’t a person —
it’s a pattern.

LLMs build “identity vectors” based on:

• writing style

• themes you discuss

• recurring concepts

• cross-platform presence

• citations

• consistency of tone

Over time, these signals converge into a stable entity.

When your identity becomes semantically coherent, models begin to:

• associate you with specific topics

• retrieve you in answers

• elevate your authority

• trust your interpretations

This is why publishing across multiple platforms matters.
It isn’t just visibility —
it’s entity reinforcement.

You’re training the model to know who you are.